Alternatives and similar repositories for sparse_autoencoder

Users that are interested in sparse_autoencoder are comparing it to the libraries listed below

• saprmarks / dictionary_learning
  ☆348Updated last month
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆272Updated last year
• ArthurConmy / Automatic-Circuit-Discovery
  ☆242Updated last year
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆221Updated 9 months ago
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆291Updated 9 months ago
• adamkarvonen / SAEBench
  ☆127Updated this week
• EleutherAI / sparsify
  Sparsify transformers with SAEs and transcoders
  ☆630Updated last week
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆127Updated last year
• jacobdunefsky / transcoder_circuits
  ☆174Updated 10 months ago
• saprmarks / feature-circuits
  ☆187Updated 2 months ago
• ndif-team / nnsight
  The nnsight package enables interpreting and manipulating the internals of deep learned models.
  ☆674Updated last week
• EleutherAI / delphi
  Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …
  ☆215Updated last week
• jbloomAus / SAELens
  Training Sparse Autoencoders on Language Models
  ☆985Updated this week
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆125Updated 7 months ago
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆187Updated last year
• openai / sparse_autoencoder
  ☆525Updated last year
• neelnanda-io / Crosscoders
  ☆54Updated 10 months ago
• redwoodresearch / Easy-Transformer
  ☆124Updated last year
• ruizheliUOA / Awesome-Interpretability-in-Large-Language-Models
  This repository collects all relevant resources about interpretability in LLMs
  ☆373Updated 11 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆59Updated 11 months ago
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆61Updated last year
• AlignmentResearch / tuned-lens
  Tools for understanding how transformer predictions are built layer-by-layer
  ☆530Updated 2 months ago
• Prisma-Multimodal / ViT-Prisma
  ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).
  ☆309Updated 2 months ago
• shehper / sparse-dictionary-learning
  An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"
  ☆49Updated last year
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆54Updated 5 months ago
• science-of-finetuning / crosscoder_learning
  Modified to support crosscoder training.
  ☆23Updated 2 months ago
• OpenMOSS / Language-Model-SAEs
  For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.
  ☆154Updated this week
• ApolloResearch / apd
  Attribution-based Parameter Decomposition
  ☆31Updated 3 months ago
• andyrdt / refusal_direction
  Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".
  ☆278Updated 3 months ago
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆199Updated 10 months ago